ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding

Jul 18, 2025·
Yijia Xiao
,
Edward Sun
Yiqiao Jin
Yiqiao Jin
,
Qifan Wang
,
Wei Wang
· 1 min read
Abstract
ProteinGPT is a multimodal LLM for protein property prediction and structure understanding. It integrates sequence and structural representations within a unified generative interface, supporting protein-centric tasks across prediction, retrieval, and reasoning.
Type
Publication
ICML 2025 FM4LS Workshop

Abstract

ProteinGPT is a multimodal LLM for protein property prediction and structure understanding. It integrates sequence and structural representations within a unified generative interface.

Yiqiao Jin
Authors
Ph.D. Candidate in Computer Science
My research focuses on adaptive and efficient AI systems, with emphasis on LLM agents, agent memory, self-distillation, multimodal LLMs, and structured multi-agent intelligence.